Yazar "Salah, Albert Ali" için Scopus İndeksli Yayınlar Koleksiyonu listeleme
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BOUN-NKU in mediaeval 2017 emotional impact of movies task
Karslioglu, N.; Timar, Y.; Salah, Albert Ali; Kaya, Heysem (CEUR-WS, 2017)In this paper, we present our approach for the Emotional Impact of Movies task of Mediaeval 2017 Challenge, involving multimodal fusion for predicting arousal and valence for movie clips. In our system, we have two pipelines. ... -
Combining Deep Facial and Ambient Features for First Impression Estimation
Gürpınar, Furkan; Kaya, Heysem; Salah, Albert Ali (Springer International Publishing Ag, 2016)First impressions influence the behavior of people towards a newly encountered person or a human-like agent. Apart from the physical characteristics of the encountered face, the emotional expressions displayed on it, as ... -
Emotion, age, and gender classification in children's speech by humans and machines
Kaya, Heysem; Salah, Albert Ali; Karpov, Alexey A.; Frolova, Olga; Grigorev, Aleksey; Lyakso, Elena (Academic Press Ltd- Elsevier Science Ltd, 2017)In this article, we present the first child emotional speech corpus in Russian, called EmoChildRu, collected from 3 to 7 years old children. The base corpus includes over 20 K recordings (approx. 30 h), collected from 120 ... -
Kernel ELM and CNN based Facial Age Estimation
Gürpınar, Furkan; Kaya, Heysem; Dibeklioglu, Hamdi; Salah, Albert Ali (IEEE, 2016)e propose a two-level system for apparent age estimation from facial images. Our system first classifies samples into overlapping age groups. Within each group, the apparent age is estimated with local regressors, whose ... -
Movie Emotion Estimation with Multimodal Fusion and Synthetic Data Generation
Karslıoğlu, Nihan; Kaya, Heysem; Salah, Albert Ali (IEEE, 2019)In this work, we propose a method for automatic emotion recognition from movie clips. This problem has applications in indexing and retrieval of large movie and video collections, summarization of visual content, selection ... -
Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs
Kaya, Heysem; Gürpınar, Furkan; Salah, Albert Ali (IEEE, 2017)We describe an end-to-end system for explainable automatic job candidate screening from video CVs. In this application, audio, face and scene features are first computed from an input video CV, using rich feature sets. ... -
Multimodal Fusion of Audio, Scene, and Face Features for First Impression Estimation
Gürpınar, Furkan; Kaya, Heysem; Salah, Albert Ali (IEEE Computer Soc, 2016)Affective computing, particularly emotion and personality trait recognition, is of increasing interest in many research disciplines. The interplay of emotion and personality shows itself in the first impression left on ... -
Predicting depression and emotions in the cross-roads of cultures, para-linguistics, and non-linguistics
Kaya, Heysem; Fedotov, D.; Dresvyanskiy, D.; Doyran, M.; Mamontov, D.; Markitantov, M.; Salah, Albert Ali (Association for Computing Machinery, Inc, 2019)Cross-language, cross-cultural emotion recognition and accurate prediction of affective disorders are two of the major challenges in affective computing today. In this work, we compare several systems for Detecting Depression ... -
Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines
Kaya, Heysem; Karpov, Alexey A.; Salah, Albert Ali (Springer International Publishing Ag, 2016)One of the challenges in speech emotion recognition is robust and speaker-independent emotion recognition. In this paper, we take a cascaded normalization approach, combining linear speaker level, non-linear value level ... -
The Turkish Audio-Visual Bipolar Disorder Corpus
Ciftci, Elvan; Kaya, Heysem; Güleç, Hüseyin; Salah, Albert Ali (IEEE, 2018)This paper introduces a new audio-visual Bipolar Disorder (BD) corpus for the affective computing and psychiatric communities. The corpus is annotated for BD state, as well as Young Mania Rating Scale (YMRS) by psychiatrists. ... -
Video-based emotion recognition in the wild
Salah, Albert Ali; Kaya, Heysem; Gürpınar, Furkan (Academic Press Ltd-Elsevier Science Ltd, 2019)[No Abstract Available] -
Video-based emotion recognition in the wild using deep transfer learning and score fusion
Kaya, Heysem; Gürpınar, Furkan; Salah, Albert Ali (Elsevier, 2017)Multimodal recognition of affective states is a difficult problem, unless the recording conditions are carefully controlled. For recognition in the wild, large variances in face pose and illumination, cluttered backgrounds, ...